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探究导致 Facebook 上虚假琥珀项链帖子互动率更高的因素。

Exploring the factors driving higher interactions in false amber necklace posts on Facebook.

机构信息

Universidade de São Paulo - USP, Bauru School of Dentistry, Department of Pediatric Dentistry, Orthodontics and Public Health, University of São Paulo, Bauru, SP, Brazil.

出版信息

Braz Oral Res. 2024 Aug 5;38:e067. doi: 10.1590/1807-3107bor-2024.vol38.0067. eCollection 2024.

DOI:10.1590/1807-3107bor-2024.vol38.0067
PMID:39109764
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11376611/
Abstract

The consumption and sharing of information on social media contribute to the circulation of false health content. In this sense, popular belief-driven posts recommending the use of amber necklaces to prevent symptoms of teething can be easily found on social media, even when they offer health risks for children. Accordingly, this study aimed to characterize posts in Portuguese by identifying message-based factors associated with higher user interactions of Facebook. A total of 500 Facebook posts published in Portuguese between August 2016 and August 2021 were retrieved by CrowdTangle, and analyzed quantitatively according to time of publication, total user interaction, and post overperforming score, and then qualitatively by two independent investigators, according to motivation, authors' profiles, and sentiment. The data were evaluated by descriptive analysis, Mann-Whitney U test, chi-square test, and multiple logistic regression models regarding interaction metrics. The posts were published predominantly by commercial profiles, with social, psychological, and financial motivations, and expressed positive sentiment. Furthermore, time of publication (OR=2.65), regular user profiles (OR=3.30), and neutral/negative sentiment (OR=2.76) were associated positively with total interactions, whereas only time of publication was associated with post overperforming scores (OR=1.65). In conclusion, Facebook posts promoting efficacy of amber necklaces in managing teething symptoms are primarily created by commercial profiles with vested interests in marketing the product. The key factors that contribute to the success of posts containing false information about amber necklaces on Facebook can be identified by considering the author's profile, sentiment, and time of publication.

摘要

社交媒体上的信息消费和共享促成了虚假健康内容的传播。在这个意义上,人们很容易在社交媒体上找到推荐使用琥珀项链来缓解出牙症状的流行信念驱动的帖子,即使这些帖子对儿童的健康存在风险。因此,本研究旨在通过识别与 Facebook 用户更高互动相关的基于信息的因素,对葡萄牙语帖子进行特征描述。通过 CrowdTangle 检索了 2016 年 8 月至 2021 年 8 月期间在葡萄牙语发布的总共 500 个 Facebook 帖子,并根据发布时间、总用户互动和帖子超表现得分进行定量分析,然后由两名独立调查员根据动机、作者资料和情绪进行定性分析。通过描述性分析、Mann-Whitney U 检验、卡方检验和关于互动指标的多因素逻辑回归模型评估数据。这些帖子主要由商业资料发布,具有社会、心理和财务动机,表达了积极的情绪。此外,发布时间(OR=2.65)、普通用户资料(OR=3.30)和中性/负面情绪(OR=2.76)与总互动呈正相关,而只有发布时间与帖子超表现得分相关(OR=1.65)。总之,宣传琥珀项链在缓解出牙症状方面功效的 Facebook 帖子主要是由对营销该产品有既得利益的商业资料创建的。通过考虑作者资料、情绪和发布时间,可以确定包含琥珀项链虚假信息的帖子在 Facebook 上取得成功的关键因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aea6/11376611/5e1d8bf4a456/1807-3107-bor-38-e067-gf01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aea6/11376611/5e1d8bf4a456/1807-3107-bor-38-e067-gf01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aea6/11376611/5e1d8bf4a456/1807-3107-bor-38-e067-gf01.jpg

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本文引用的文献

1
Unveiling deception: Characterizing false amber necklace messages on Facebook.揭开欺骗的面纱:剖析脸书上虚假琥珀项链信息的特征。
Int J Paediatr Dent. 2024 May;34(3):302-312. doi: 10.1111/ipd.13121. Epub 2023 Sep 13.
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Like-minded sources on Facebook are prevalent but not polarizing.脸书上志同道合的消息源很常见,但不会造成两极分化。
Nature. 2023 Aug;620(7972):137-144. doi: 10.1038/s41586-023-06297-w. Epub 2023 Jul 27.
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Skin Cancer Narratives on Instagram: Content Analysis.Instagram上的皮肤癌故事:内容分析
JMIR Infodemiology. 2022 Jun 2;2(1):e34940. doi: 10.2196/34940. eCollection 2022 Jan-Jun.
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Characterization of False or Misleading Fluoride Content on Instagram: Infodemiology Study.Instagram 上虚假或误导性氟化物含量的特征:信息流行病学研究。
J Med Internet Res. 2022 May 19;24(5):e37519. doi: 10.2196/37519.
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JMIR Public Health Surveill. 2020 Nov 11;6(4):e21978. doi: 10.2196/21978.
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Public Health and Online Misinformation: Challenges and Recommendations.公共卫生与网络错误信息:挑战与建议。
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Confirmation bias in medical decision-making.医学决策中的确认性偏差。
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Baltic amber teething necklaces: could succinic acid leaching from beads provide anti-inflammatory effects?波罗的海琥珀磨牙项链:珠子中琥珀酸浸出能否产生抗炎效果?
BMC Complement Altern Med. 2019 Jul 5;19(1):162. doi: 10.1186/s12906-019-2574-9.
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